DL4NLP

I offer these classes as part of the course Deep Learning for Natural Language Processing at the UvA.

• Week 2b - Deep probabilistic models:
  • class
  • exercises
• Week 3b - Deep discrete latent variable models:
  • class
  • appendix
  • exercises
• Week 4b - Deep continuous latent variable models:
  • class
  • appendix
  • exercises
• Week 5b - Bayesian neural networks:
  • class
  • notes on uncertainty
  • exercises